Stat.ME Papers

Jan Graffelman. [statME]. On the approximation of the between-set correlation matrix by canonical correlation analysis. arxiv.org/abs/2604.00872…

Antonio Calcagn\`i, Arianna Consiglio, Przemyslaw Grzegorzewski, Corrado Mencar. [statME]. Non-ignorable fuzziness in granular counts: the case of RNA-seq data. arxiv.org/abs/2604.00763…

Thomas Guilmeau, Hadrien Hendrikx, Florence Forbes. [statME]. Convergence of projected stochastic natural gradient variational inference for various step size and sample or batch size schedules. arxiv.org/abs/2604.00683…

Wan Tian, Wenhao Cui, Rui Zhang, Bingyi Jing, Yang Liu, Yijie Peng. [statME]. Covariance Matrix Estimation for High-Dimensional Interval-Valued Data with Positive Definiteness. arxiv.org/abs/2604.00644…

Haiyan Zhu, Yingchun Zhou. [statME]. Estimating causal effects of continuous-time dynamic treatments with unmeasured confounders. arxiv.org/abs/2604.00544…

Xiangyu Song. [statME]. Conformal Inference for Counterfactuals and Individual Treatment Effects with Experiment Attrition. arxiv.org/abs/2604.00504…

Jianhua Guo, Xinbing Kong, Zeyu Li, Junfan Mao. [statME]. Tucker Diffusion Model for High-dimensional Tensor Generation. arxiv.org/abs/2604.00481…

Rahul Singh, Ori Davidov. [statME]. Testing for lack of fit in paired comparison data. arxiv.org/abs/2604.00426…

Keisuke Hanada, Toshio Shimokawa, Kazushi Maruo. [statME]. Differentially Private One-Shot Federated Inference for Linear Mixed Models via Lossless Likelihood Reconstruction. arxiv.org/abs/2604.00410…

Haiyue Song, Ani Eloyan, Youjin Lee. [statME]. Causal Inference for Unobservable Multivariate Outcomes, with Applications to Brain Effective Connectivity. arxiv.org/abs/2604.00390…

Angel Garcia de la Garza, Britton Sauerbrei, Jeff Goldsmith. [statME]. Two Sample Test for Eigendecompositions of Functional Data. arxiv.org/abs/2604.00220…

Allison Codi, Elizabeth Rogawski McQuade, Razieh Nabi, Mats Stensrud, Kaeum Choi, David Benkeser. [statME]. Causal Vaccine Effects on Post-infection Outcomes in the Naturally Infected. arxiv.org/abs/2604.00133…

Lisandro Fermin (AMSE), Ricardo Rios (UC), Luis-\'Angel Rodr\'iguez (UC). [statME]. A Robbins-Monro algorithm for non-parametric estimation of NAR process with Markov-Switching: asymptotic normality. arxiv.org/abs/2603.29440…

Laura Bazahica, Alejandra Avalos-Pacheco, Matthew Moores, Lassi Roininen. [statME]. Efficient Amortized Bayesian Inference for Markov Random Fields via Gradient-Informed Grid Selection. arxiv.org/abs/2603.29436…

Haoyue Song, Lianqiang Qu, Ting Yan, Yuguo Chen. [statME]. Semiparametric analysis for paired comparisons with covariates. arxiv.org/abs/2603.29333…

Ruoxu Tan, Mingjie Jian, Yiming Zang. [statME]. Semi-supervised Classification for Functional Data with Application to Astronomical Spectra Analysis. arxiv.org/abs/2603.29215…

Priyam Das, Trambak Banerjee, Prajamitra Bhuyan. [statME]. BLOC: A Global Optimization Framework for Sparse Covariance Estimation with Non-Convex Penalties. arxiv.org/abs/2603.29169…

Eric Tong, Salvador V. Balkus. [statME]. Linear models for causal inference under network interference. arxiv.org/abs/2603.29168…

Swen Kuh, Lauren Kennedy, Qixuan Chen, Andrew Gelman. [statME]. When Bayes goes bad: Weakly-regularized covariate adjustment leads to a biased estimate of prevalence. arxiv.org/abs/2603.29134…

Yen-Chun Liu, Alexander Volfovsky, German Schnaidt, Cristobal Garib, Eric Laber. [statME]. Optimal Data Integration and Adaptive Sampling for Efficient Treatment Effect Estimation. arxiv.org/abs/2603.29110…